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Hi, I’m Andrea Karlova

I am a research student at University Collage London. In my thesis, I focus on designing molecular representations that can speed up development of new drugs and discovery of novel materials. I hope that my work is a small step that can improve healthcare worldwide and help to mitigate the impact of the climate change.

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Education
  • ...
    University College London

    Computer Science

    PhD

  • ...
    Charles University in Prague, Faculty of Mathematics and Physics

    Mathematics

    Masters

Last updated 2020-11-20

My Publications

  1. How to Reward Your Drug Agent,
    Karlova, Andrea, Dehaen, Wim, and Penciu, Andrei
    In Conference Workshop: DGMs and Applications NeurIPS 2021 2021
  2. Molecular Fingerprint VAE
    Karlova, Andrea, Dehaen, Wim, and Svozil, Daniel
    In ICML Workshop on Computational Biology 2021
  3. Virtual Screening for Perovskites Discovery
    Karlova, Andrea, Underwood, Cameron C.L., and Silva, Ravi
    In ICML 2021 Workshop on Tackling Climate Change with Machine Learning 2021
  4. Robustness of Latent Representations of Variational Autoencoders
    Karlova, Andrea
    In ICML Workshop on Uncertainty and Robustness in Deep Learning 2020
  5. On Beyond Black
    Karlová, Andrea, and Hagan, Patrick S.
    Wilmott 2016

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